Binary and multivariate Stochastic models of consensus formation

被引:69
作者
San Miguel, M [1 ]
Eguíluz, VM
Toral, R
Klemm, K
机构
[1] Univ Balearic Isl, CSIC, IMEDEA, E-07071 Palma de Mallorca, Spain
[2] Univ Leipzig, Dept Bioinformat, D-7010 Leipzig, Germany
关键词
D O I
10.1109/MCSE.2005.114
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Binary and multivariate stochastic models of consensus formation are discussed. The voter model, which is the simplest model of collective behavior, is defined by a set of voters who have two opinions or spins at a network's nodes. The elementary dynamical step consists of randomly choosing a node and assigning it the opinion or spin value of one of its nearest neighbors, also chosen at random. This opinion-formation mechanism reflects the agents' complete lack of self-confidence and could be appropriate for describing processes of opinion formation in certain groups in which imitation is prevalent. Axelrod Model, in which order-disorder transition becomes system-size dependent, is also discussed.
引用
收藏
页码:67 / 73
页数:7
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